Data Analysis and Visualization in Genomics and Proteomics

Data Analysis and Visualization in Genomics and Proteomics

Editor(s): Francisco Azuaje, Joaquín Dopazo

Published Online: 15 JUN 2005

Print ISBN: 9780470094396

Online ISBN: 9780470094419

DOI: 10.1002/0470094419

About this Book

Data Analysis and Visualization in Genomics and Proteomics is the first book addressing integrative data analysis and visualization in this field. It addresses important techniques for the interpretation of data originating from multiple sources, encoded in different formats or protocols, and processed by multiple systems.

  • One of the first systematic overviews of the problem of biological data integration using computational approaches
  • This book provides scientists and students with the basis for the development and application of integrative computational methods to analyse biological data on a systemic scale
  • Places emphasis on the processing of multiple data and knowledge resources, and the combination of different models and systems

Table of contents

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  1. Part I: Introduction - Data Diversity and Integration

    1. Chapter 2

      Biological Databases: Infrastructure, Content and Integration (pages 11–28)

      Allyson L. Williams, Paul J. Kersey, Manuela Pruess and Rolf Apweiler

  2. Part II: Integrative Data Mining and Visualization - Emphasis on Combination of Multiple Data Types

  3. Part III: Integrative Data Mining and Visualization - Emphasis on Combination of Multiple Prediction Models and Methods

    1. Chapter 10

      Advances in Cluster Analysis of Microarray Data (pages 153–173)

      Qizheng Sheng, Yves Moreau, Frank De Smet, Kathleen Marchal and Bart De Moor

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